Title :
Encrypted sensing for enhancing security of biometric authentication
Author :
Suzuki, Hajime ; Takeda, Masanori ; Obi, Takashi ; Yamaguchi, Masaki ; Ohyama, Nagaaki ; Nakano, Kaoru
Author_Institution :
Imaging Sci. & Eng. Lab., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
In order to reduce the risk of theft or leakage of personal information captured by biometric sensing, we have proposed novel biometric sensing techniques in which biometric image can be captured using optical encryption methods. These methods, called encrypted sensing, are based on double random phase encoding (DRPE) and compressed sensing (CS). Encrypted sensing based on DEPR is implemented through digital holography (DH). On the other hand, encrypted sensing system based on CS is composed of digital micromirror device for random intensity modulation and single pixel camera. Through experiments using fingerprint images and finger vein images, we confirm that biometric images can be obtained as they are encrypted, and they can be restored correctly from the encrypted images.
Keywords :
cameras; compressed sensing; cryptography; fingerprint identification; holography; image coding; image sensors; intensity modulation; micromirrors; optical modulation; vein recognition; CS; DEPR; DRPE; biometric authentication security; biometric images; biometric sensing techniques; compressed sensing; digital holography; digital micromirror device; double random phase encoding; encrypted images; encrypted sensing system; finger vein images; fingerprint images; optical encryption methods; personal information leakage; random intensity modulation; single pixel camera; theft risk; Authentication; Biomedical optical imaging; Encryption; Holography; Sensors; Biometric authentication; Compressed sensing; Digital holography; Double random phase encoding;
Conference_Titel :
Information Optics (WIO), 2014 13th Workshop on
Conference_Location :
Neuchatel
DOI :
10.1109/WIO.2014.6933292